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Implementing Models in Quantitative Finance : Methods and Cases
This book puts numerical methods into action for the purpose of solving concrete problems arising in quantitative finance. Part one develops a comprehensive toolkit including Monte Carlo simulation, numerical schemes for partial differential equations, stochastic optimization in discrete time, copula functions, transform-based methods and quadrature techniques. The content originates from class notes written for courses on numerical methods for finance and exotic derivative pricing held by the authors at Bocconi University since the year 2000. Part two proposes eighteen self-contained cases covering model simulation, derivative valuation, dynamic hedging, portfolio selection, risk management, statistical estimation and model calibration. It encompasses a wide variety of problems arising in markets for equity, interest rates, credit risk, energy and exotic derivatives.
Imaging of Carotid Artery Stenosis
This book take the reader step by step through illustrated descriptions of state-of-the-art imaging techniques that they have helped to develop, and demonstrate that these techniques are crucial in the management of patients. This book covers all facets of imaging in carotid artery stenosis and gives an outlook to future aspects. The "take-home-messages" at the end of each chapter are a quick help in daily practice.
Imaging in Drug Discovery and Early Clinical Trials
Efficient tools for the selection and validation of drug targets both at the preclinical and clinical level are required. Non-invasive imaging and in particular molecular imaging methods are becoming essential technologies to support drug discovery and dvelopment. Imaging provides structural, functional, metabolic and molecular readouts that are being applied to characterize a disease phenotype (diagnosis), to elucidate molecular mechanisms involved, to evaluate drug efficacy and safety, and to identify potential biomarkers of the drug's mechanism-of-action, efficacy and safety. Non-invasive imaging techniques constitute a bridge between preclinical and clinical drug evaluation. In this monograph the contribution of imaging modalities to the various stages of drug discovery and development, from early target validation to their use in clinical development programs, is described. Chapters are devoted to the description of the drug discovery process as such, to the various imaging modalities being used both preclinically and clinically, to applications of imaging during the optimization of a lead compound (addressing issues such as bioavailability and efficacy) and during the drug safety evaluation.
Image Processing in Radiology : Current Applications
Few fields have witnessed such impressive advances as image processing in radiology. The progress achieved has revolutionized diagnosis and greatly facilitated treatment selection and accurate planning of procedures. This book provides a comprehensive and up-to-date description of how to use 2D and 3D processing tools in clinical radiology.
IEA International Computer and Information Literacy Study 2018 Assessment Framework
This book is designed to assess how well students are prepared for study, work and life in a digital world. The study measures international differences in students’ computer and information literacy (CIL): their ability to use computers to investigate, create, participate and communicate at home, at school, in the workplace and in the community. Participating countries also have an option for their students to complete an assessment of computational thinking (CT). The ICILS assessment framework articulates the basic structure of the study, providing a description of the field and the constructs to be measured. This book outlines the design and content of the measurement instruments, sets down the rationale for those designs, and describes how measures generated by those instruments relate to the constructs. Hypothesized relations between constructs provide the foundation for some of the analyses that follow.
Hypertension in the Elderly
Topics range from basic concepts, epidemiology and trials, and evaluation and management, to pharmacological treatment, special populations, and adherence, all presented with an emphasis on the optimal management of patients. The authors examine in detail the mechanisms of hypertension in the elderly, particularly age-related changes in vascular stiffness, and methodically review the lifestyle and outcomes trials that were conducted in older persons. The problems of clinical evaluation, secondary hypertension, and target organ damage are also fully addressed, and a practical approach is provided for correctly determining blood pressure, one of the most important tasks in evaluating an older patient. Extensive discussions of pharmacological therapy detail the role of individual drug classes, including diuretics and b-blockers, angiotensin-converting enzyme inhibitors, angiotensin receptor blockers, calcium antagonists, a-1 blockers, and combination drug therapies. Additional chapters focus on special populations, such as African Americans, patients with diabetes, and patients with arthritis, as well as on the clinician's role in improving therapeutic adherence in older patients. Offers family practitioners and general internists an up-to-date, user-friendly reference on the diagnosis, treatment, and complications of hypertension in the elderly.
Human-Computer Interaction : Interaction design and usability ; 12th International Conference, HCI International 2007, Beijing, China, July 22-27, 2007, Proceedings, Part I
The 12th International Conference on Human-Computer Interaction, HCI Inter- tional 2007, was held in Beijing, P.R. This volume, edited by Julie A. Jacko, contains papers in the thematic area of Human-Computer Interaction, addressing the following major topics: • Interaction Design: Theoretical Issues, Methods, Techniques and Practice • Usability and Evaluation Methods and Tools • Understanding Users and Contexts of Use • Models and Patterns in HCI
Human interface and the management of information : Methods, techniques and tools in information design ; Symposium on human interface 2007, Held as Part of HCI International 2007, Beijing, China, July 22-27, 2007, Proceedings, Part I
The 12th International Conference on Human-Computer Interaction, HCI Inter- tional 2007, was held in Beijing, P.R. This volume, edited by Michael J. Smith and Gavriel Salvendy, contains papers in the thematic area of Human Interface and the Management of Information, addressing the following major topics: • Design and Evaluation Methods and Techniques • Visualizing Information • Retrieval, Searching, Browsing and Navigation • Development Methods and Techniques • Advanced Interaction Technologies and Techniques.
Historical Seismology : Interdisciplinary Studies of Past and Recent Earthquakes
Modern seismology has faced new challenges in the study of earthquakes and their physical characteristics. This volume is dedicated to the use of new approaches and presents a state of the art in historical seismology. Selected historical and recent earthquakes are chosen to document and constrain related seismic parameters using updated methodologies in the macroseismic analysis, field observations of damage distribution and tectonic effects, and modelling of seismic waveforms. A critical re-evaluation of historical accounts and early seismograms provides us with the basis for a realistic seismic hazard assessment.
High-Performance Modelling and Simulation for Big Data Applications: Selected Results of the COST Action IC1406 cHiPSet
This book is the final compendium of case studies emanated from “High-Performance Modelling and Simulation for Big Data Applications” (cHiPSet).cHiPSet has created a sustainable reference network linking applied research in High Performance Computing (HPC) and Modelling & Simulation to tangibly address Big Data challenges.cHiPSet has also endeavoured to use and exploit results through Open Science practices, i.e., open access publication, open access to data repositories, and open-source software development. A testament to this philosophy, this compendium is set to become a required reference for the fast-changing fields of HPC, Big Data, and Modelling & Simulation.
Higher education : Handbook of theory and research ; Vol. 19
In this Book provide some reflections on own contributions to the field of higher education. Describing how andwhy I conducted some of my studies may, I hope, help students understandthe process of doing research. Early in my graduate studies I came across abook about how sociologists work. The book was written by sociologistswho described in some detail how they went about doing particularresearch studies. This essay follows that same approach in describing myown rationale and experiences in carrying out studies in higher education,Bill McKeachie provided a rich foundation in theevaluation and improvement of teaching that helped me identify worth-while research directions. My own goal has always been to be pragmaticand to hope my findings would make a difference — in other words I havehoped that my research results would somehow be of service to someonein our colleges and universities.
High performance embedded architectures and compilers ; 1st International Conference, HiPEAC 2005, Barcelona, Spain, November 17-18, 2005, Proceedings
The ProgramCommittee received a total of 84 submissions; only 17 were selected for presentation as full-length papers and another one as an invited paper. Each paper was rigorously reviewed by three ProgramCommittee members and at least one external referee. Many reviewers spent a great amount of e?ort to provide detailed feedback. In many cases, such feedback along with constructive shepherding resulted in dramatic improvement in the quality of accepted papers. The names of the Program Committee m- bers and the referees are listed in the proceedings. The net result of this team e?ort is that the symposium proceedings include outstanding contributions by authors from nine countries in three continents. In addition to paper presentations, this ?rst HiPEAC conference featured two keynotes delivered by prominent researchers from industry and academia.
High performance computing for computational science - VECPAR 2006 ; 7th International Conference, Rio de Janeiro, Brazil, June 10-13, 2006, Revised Selected and Invited Papers
This book constitutes the thoroughly refereed post-proceedings of the 7th International Conference on High Performance Computing for Computational Science, VECPAR 2006, held in Rio de Janeiro, Brazil, in June 2006.
High performance computing - HiPC 2006 ; 13th International Conference Bangalore, India, December 18-21, 2006, Proceedings
Coverage in this volume includes scheduling and load balancing, network and distributed algorithms, application software, network services, ad-hoc networks, systems software, sensor networks and performance evaluation, as well as routing and data management algorithms.
High accuracy detection of mobile malware using machine learning
As increasingly sophisticated and evasive malware attacks continue to emerge, more effective detection solutions to tackle the problem are being sought through the application of advanced machine learning techniques. This reprint presents several advances in the field including: a new method of generating adversarial samples through byte sequence feature extraction using deep learning; a state-of-the-art comparative evaluation of deep learning approaches for mobile botnet detection; a novel visualization-based approach that utilizes images for Android botnet detection; a study on the detection of drive-by exploits in images using deep learning; etc. Furthermore, this reprint presents state-of-the-art reviews about machine learning-based detection techniques that will increase researchers' knowledge in the field and enable them to identify future research and development directions.
Hidden Markov Models in Finance
A number of methodologies have been employed to provide decision making solutions to a whole assortment of financial problems in today's globalized markets. Hidden Markov Models in Finance by Mamon and Elliott will be the first systematic application of these methods to some special kinds of financial problems; namely, pricing options and variance swaps, valuation of life insurance policies, interest rate theory, credit risk modeling, risk management, analysis of future demand and inventory level, testing foreign exchange rate hypothesis, and early warning systems for currency crises.
Hedonic Methods in Housing Markets : Pricing Environmental Amenities and Segregation
Cities are growing worldwide and their sprawl is increasingly challenged for its pressure on open spaces and environmental quality. Economic arguments can help to decide about the trade-off between preserving environmental quality and developing housing and business surfaces, provided the benefits of environmental quality are adequately quantified. To this end, this book focuses on the use and advancement of the "hedonic approach", an economic valuation technique that analyses and quantifies the sources of rent and property price differentials. Starting from theoretical foundations, the hedonic approach is applied to the valuation of natural land use preservation and noise abatement measures, as well as to residential segregation and discrimination, extending the analysis to the role of the buyers' and sellers' identity on housing market prices and to the issue of environmental justice.
Health Care Benchmarking and Performance Evaluation : An Assessment using Data Envelopment Analysis (DEA)
One of the most pressing problems in today's health care system is performance evaluation. Performance evaluation in health care goes well beyond financial and efficiently issues directly to matters of life and death. HEALTH CARE BENCHMARKING AND PERFORMANCE EVALUATION applies the analytical framework of Data Envelopment Analysis methodology to provide health care administrators with specific benchmarking tools for performance evaluation. Most importantly, the book provides health care practitioners and administrators with information of what is lacking in specific aspects of performance and then outlines the ways how these performance inadequacies can be improved.
Headache and Chronic Pain Syndromes
Headache and Chronic Pain Syndromes provides a case-based approach to state-of-the-art evaluation and treatment of patients with common chronically painful conditions. Offering strategies for rapidly evaluating and treating pain complaints by body region, this innovative title also provides patient educational handouts that explain the diagnosis and treatment in easy-to-understand language for each condition. Tools for implementing both medication and non-medication therapies, such as exercises and relaxation techniques, are also included. Each chapter opens with typical presentations of three to five common patient scenarios, including pediatric, adult, and geriatric patients. A targeted approach for patient assessment is provided and applied to each scenario, showing how to rapidly identify important clues to distinguish among common diagnoses, including both benign and malignant causes of pain. Standard treatment regimens are then provided for each patient, along with patient-friendly educational flyers for each common pain condition. Figures and drawings help provide ready identification of these common chronic pain syndromes.
Head and Neck Cancer Imaging ; 3rd ed.
This book is a comprehensive guide to imaging as a crucial part of the multidisciplinary approach to head and neck cancer management. Readers will find a detailed overview of the findings obtained using different imaging techniques during the evaluation of head and neck neoplasms, both before and after therapy. All anatomic areas in the head and neck are covered, and the impact of imaging on patient management is discussed in detail. Full account is taken of the rapid technological developments of recent years, with explanation of the potential applications, limitations, and advantages of existing and evolving imaging technologies – vital knowledge for all members of the multidisciplinary team. The authors are recognized experts in the field, and numerous high-quality images are included. This third edition includes information on the latest imaging developments in this area as well as the most recent staging classification of head and neck cancer.
